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Tag Archives: look ahead

AI การแพทย์ วินิจฉัยโรคมะเร็งระยะลุกลาม (Metastatic Cancer) อัตโนมัติ จากรูปแผ่นสไลด์ดิจิตอล โดยใช้ Machine Learning, Deep Neural Network – Image Classification ep.6

Histopathologic Cancer Detection Identify metastatic tissue in histopathologic scans of lymph node sections. Credit https://www.kaggle.com/c/histopathologic-cancer-detection/data

ใน ep นี้ เราจะมาสร้างโมเดลที่ใช้จำแนก โรคมะเร็งระยะลุกลาม Metastatic Cancer จากรูปภาพ Patch เล็ก ๆ ของ Whole Slide Imaging ที่ตัดมาจาก Digital Pathology Scans รูปใหญ่

Posted bySurapong Kanoktipsatharporn2019-11-272020-03-17Posted inArtificial Intelligence, Computer Vision, Deep Learning, Knowledge, Machine Learning, PythonTags: ai, artificial intelligence, artificial neural network, cancer, cells, colab, convnet, Convolutional Neural Network, deep learning, deep Neural Network, densenet, digital pathology scan, doctor, fastai, healthcare, hospital, image classification, jupyter, jupyter notebook, label smoothing, look ahead, medical, medical artificial intelligence, medical diagnosis, medical imaging, metastatic cancer, metastatis, pathology, progressive resizing, radam, ranger, Whole Slide Imaging, wsi

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บทความล่าสุด

  • Deploying Your FastHTML and Cloudinary Integrated App – ep.5
  • Enhancing Media Management with Cloudinary and FastHTML – ep.4
  • Displaying Cloudinary Images in FastHTML – ep.3
  • Uploading Images to Cloudinary with FastHTML – ep.2
  • Introduction to FastHTML and Cloudinary – ep.1
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